Difference between revisions of "Using Links to Classify Wikipedia Pages"
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== Overview == | == Overview == | ||
This paper contains a description of experiments for the 2008 INEX XML-mining track. Authors goal for the XML-mining track is to explore whether authors can use link information to improve classification accuracy. Authors approach is to propagate category probabilities over linked pages. Authors find that using link information leads to marginal improvements over a baseline that uses a Naive Bayes model. For the initially misclassified pages, link information is either not available or contains too much noise. | This paper contains a description of experiments for the 2008 INEX XML-mining track. Authors goal for the XML-mining track is to explore whether authors can use link information to improve classification accuracy. Authors approach is to propagate category probabilities over linked pages. Authors find that using link information leads to marginal improvements over a baseline that uses a Naive Bayes model. For the initially misclassified pages, link information is either not available or contains too much noise. | ||
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| + | == Embed == | ||
| + | === Wikipedia Quality === | ||
| + | <code> | ||
| + | <nowiki> | ||
| + | Kaptein, Rianne; Kamps, Jaap. (2009). "[[Using Links to Classify Wikipedia Pages]]". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-03761-0_44. | ||
| + | </nowiki> | ||
| + | </code> | ||
| + | |||
| + | === English Wikipedia === | ||
| + | <code> | ||
| + | <nowiki> | ||
| + | {{cite journal |last1=Kaptein |first1=Rianne |last2=Kamps |first2=Jaap |title=Using Links to Classify Wikipedia Pages |date=2009 |doi=10.1007/978-3-642-03761-0_44 |url=https://wikipediaquality.com/wiki/Using_Links_to_Classify_Wikipedia_Pages |journal=Springer, Berlin, Heidelberg}} | ||
| + | </nowiki> | ||
| + | </code> | ||
| + | |||
| + | === HTML === | ||
| + | <code> | ||
| + | <nowiki> | ||
| + | Kaptein, Rianne; Kamps, Jaap. (2009). &quot;<a href="https://wikipediaquality.com/wiki/Using_Links_to_Classify_Wikipedia_Pages">Using Links to Classify Wikipedia Pages</a>&quot;. Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-03761-0_44. | ||
| + | </nowiki> | ||
| + | </code> | ||
Revision as of 18:51, 19 October 2019
Authors | Rianne Kaptein Jaap Kamps |
|---|---|
Publication date | 2009 |
DOI | 10.1007/978-3-642-03761-0_44 |
Links | Original |
Using Links to Classify Wikipedia Pages - scientific work related to Wikipedia quality published in 2009, written by Rianne Kaptein and Jaap Kamps.
Overview
This paper contains a description of experiments for the 2008 INEX XML-mining track. Authors goal for the XML-mining track is to explore whether authors can use link information to improve classification accuracy. Authors approach is to propagate category probabilities over linked pages. Authors find that using link information leads to marginal improvements over a baseline that uses a Naive Bayes model. For the initially misclassified pages, link information is either not available or contains too much noise.
Embed
Wikipedia Quality
Kaptein, Rianne; Kamps, Jaap. (2009). "[[Using Links to Classify Wikipedia Pages]]". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-03761-0_44.
English Wikipedia
{{cite journal |last1=Kaptein |first1=Rianne |last2=Kamps |first2=Jaap |title=Using Links to Classify Wikipedia Pages |date=2009 |doi=10.1007/978-3-642-03761-0_44 |url=https://wikipediaquality.com/wiki/Using_Links_to_Classify_Wikipedia_Pages |journal=Springer, Berlin, Heidelberg}}
HTML
Kaptein, Rianne; Kamps, Jaap. (2009). "<a href="https://wikipediaquality.com/wiki/Using_Links_to_Classify_Wikipedia_Pages">Using Links to Classify Wikipedia Pages</a>". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-03761-0_44.
